Machine Learning Engineer

Jane Street

London, United Kingdom
On-site
Experience building ml training and inference infrastructure
Strong mathematical background in optimization and linear algebra
Expertise wrangling ml frameworks like pytorch or jax
The role involves driving the direction of the ML platform within a unique, rapid-feedback trading environment

Job Summary

  • The role involves driving the direction of the ML platform within a unique, rapid-feedback trading environment.
  • Successful candidates will apply their knowledge of various modeling techniques to aid decision-making and enhance research workflows.
  • The team values engineers who can break down complex mathematics while building robust, production-ready systems.

Matching Summary

The role involves driving the direction of the ML platform within a unique, rapid-feedback trading environment.

Skills & Requirements

Must-have

  • Experience building ML training and inference infrastructure
  • Strong mathematical background in optimization and linear algebra
  • Expertise wrangling ML frameworks like PyTorch or Jax
  • Ability to create reproducible research codebases
  • Understanding of neural networks and ensemble methods

Nice-to-have

  • Passion for keeping up with state of the art research
  • Willingness to ask hard questions about tool selection
  • Curious mind and passion for solving interesting problems
  • Familiarity with TensorFlow or other ML packages
  • Interest in designing delightful APIs and systems

Key Requirements

  • Fluency in English required
  • In-depth knowledge of the ML ecosystem
  • Proven ability to maintain organized research codebases

Work Rights

Not specified

Tailored Resume

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